


"""simple docstring"""



import importlib
import os
import sys


# This is required to make the module import works (when the python process is running from the root of the repo)
sys.path.append('.')
def      UpperCAmelCase     (       _lowercase :   Optional[int]	)						-> List[Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			test_file.split(os.path.sep	)
	if components[0:2] != ["tests", "models"]:
		raise ValueError(
		    '''`test_file` should start with `tests/models/` (with `/` being the OS specific path separator). Got '''
		    F"""{test_file} instead."""	)
	lowerCAmelCase_      							=			components[-1]
	if not test_fn.endswith('''py'''	):
		raise ValueError(F"""`test_file` should be a python file. Got {test_fn} instead."""	)
	if not test_fn.startswith('''test_modeling_'''	):
		raise ValueError(
		    F"""`test_file` should point to a file name of the form `test_modeling_*.py`. Got {test_fn} instead."""	)

	lowerCAmelCase_      							=			components[:-1] + [test_fn.replace('''.py'''			,   ''''''	)]
	lowerCAmelCase_      							=			'''.'''.join(_lowercase	)

	return test_module_path
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> Optional[int]:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_module_path(_lowercase	)
	lowerCAmelCase_      							=			importlib.import_module(_lowercase	)

	return test_module
def      UpperCAmelCase     (       _lowercase :   Any	)						-> Union[str, Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			[]
	lowerCAmelCase_      							=			get_test_module(_lowercase	)
	for attr in dir(_lowercase	):
		if attr.endswith('''ModelTester'''	):
			tester_classes.append(getattr(_lowercase			,   _lowercase	)	)

    # sort with class names
	return sorted(_lowercase			,   key=lambda _lowercase	: x.__name__	)
def      UpperCAmelCase     (       _lowercase :   List[str]	)						-> Tuple:


	"""simple docstring"""




	lowerCAmelCase_      							=			[]
	lowerCAmelCase_      							=			get_test_module(_lowercase	)
	for attr in dir(_lowercase	):
		lowerCAmelCase_      							=			getattr(_lowercase			,   _lowercase	)
		# (TF/Flax)ModelTesterMixin is also an attribute in specific model test module. Let's exclude them by checking
		# `all_model_classes` is not empty (which also excludes other special classes).
		lowerCAmelCase_      							=			getattr(_lowercase			,   '''all_model_classes'''			,   []	)
		if len(_lowercase	) > 0:
			test_classes.append(_lowercase	)

    # sort with class names
	return sorted(_lowercase			,   key=lambda _lowercase	: x.__name__	)
def      UpperCAmelCase     (       _lowercase :   List[Any]	)						-> int:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_test_classes(_lowercase	)
	lowerCAmelCase_      							=			set()
	for test_class in test_classes:
		model_classes.update(test_class.all_model_classes	)

	# sort with class names
	return sorted(_lowercase			,   key=lambda _lowercase	: x.__name__	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> int:


	"""simple docstring"""




	lowerCAmelCase_      							=			test_class()
	if hasattr(_lowercase			,   '''setUp'''	):
		test.setUp()

	lowerCAmelCase_      							=			None
	if hasattr(_lowercase			,   '''model_tester'''	):
		# `(TF/Flax)ModelTesterMixin` has this attribute default to `None`. Let's skip this case.
		if test.model_tester is not None:
			lowerCAmelCase_      							=			test.model_tester.__class__

	return model_tester
def      UpperCAmelCase     (       _lowercase :   Union[str, Any]			,   _lowercase :   List[Any]	)						-> Union[str, Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_test_classes(_lowercase	)

	lowerCAmelCase_      							=			[]
	for test_class in test_classes:
		if model_class in test_class.all_model_classes:
			target_test_classes.append(_lowercase	)

    # sort with class names
	return sorted(_lowercase			,   key=lambda _lowercase	: x.__name__	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]			,   _lowercase :   Any	)						-> str:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_test_classes_for_model(_lowercase			,   _lowercase	)

	lowerCAmelCase_      							=			[]
	for test_class in test_classes:
		lowerCAmelCase_      							=			get_model_tester_from_test_class(_lowercase	)
		if tester_class is not None:
			tester_classes.append(_lowercase	)

    # sort with class names
	return sorted(_lowercase			,   key=lambda _lowercase	: x.__name__	)
def      UpperCAmelCase     (       _lowercase :   List[Any]	)						-> str:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_test_classes(_lowercase	)
	lowerCAmelCase_      							=			{test_class: get_model_tester_from_test_class(_lowercase	) for test_class in test_classes}
	return test_tester_mapping
def      UpperCAmelCase     (       _lowercase :   Optional[Any]	)						-> Optional[Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_model_classes(_lowercase	)
	lowerCAmelCase_      							=			{
	    model_class: get_test_classes_for_model(_lowercase			,   _lowercase	) for model_class in model_classes
	}
	return model_test_mapping
def      UpperCAmelCase     (       _lowercase :   Union[str, Any]	)						-> str:


	"""simple docstring"""




	lowerCAmelCase_      							=			get_model_classes(_lowercase	)
	lowerCAmelCase_      							=			{
	    model_class: get_tester_classes_for_model(_lowercase			,   _lowercase	) for model_class in model_classes
	}
	return model_to_tester_mapping





def      UpperCAmelCase     (       _lowercase :   str	)						-> str:


	"""simple docstring"""




	if isinstance(_lowercase			,   _lowercase	):
		return o
	elif isinstance(_lowercase			,   _lowercase	):
		return o.__name__
	elif isinstance(_lowercase			,   (list, tuple)	):
		return [to_json(_lowercase	) for x in o]
	elif isinstance(_lowercase			,   _lowercase	):
		return {to_json(_lowercase	): to_json(_lowercase	) for k, v in o.items()}
	else:
		return o



"""simple docstring"""



from diffusers.utils.testing_utils import require_onnxruntime







@require_onnxruntime
class    __a						:
				pass